Data inconsistency in the context of email marketing refers to discrepancies or variations in the data that marketers rely on to create and execute their campaigns. These inconsistencies can result from inaccurate, incomplete, or outdated data, leading to ineffective targeting, poor customer engagement, and ultimately, reduced ROI.